Graph Data Management and Graph Machine Learning: Synergies and Opportunities | Paper Citation Record

Observation 603cd9d3-265b-4d25-8284-bdd1f4bbcd09 · outbound

This paper cites Abdallah and E.

Graph Data Management and Graph Machine Learning: Synergies and Opportunities Abdallah and E

Reference 1

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This paper cites Graph neural networks (GNNs) are deep learning models to tackle graph-related tasks in an end-to-end manner [135].

Graph Data Management and Graph Machine Learning: Synergies and Opportunities Graph neural networks (GNNs) are deep learning models to tackle graph-related tasks in an end-to-end manner [135]

Reference 2

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This paper cites editing-based.

Graph Data Management and Graph Machine Learning: Synergies and Opportunities editing-based

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This paper cites 4.1 Knowledge Graphs Query Answering Query answering over datasets is an important data management task.

Graph Data Management and Graph Machine Learning: Synergies and Opportunities 4.1 Knowledge Graphs Query Answering Query answering over datasets is an important data management task

Reference 4

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This paper cites However, graph data result in unique challenges to both data management and ML (§1), justifying the importance of our survey.

Graph Data Management and Graph Machine Learning: Synergies and Opportunities However, graph data result in unique challenges to both data management and ML (§1), justifying the importance of our survey

Reference 5

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This paper cites Real-time Graph Learning and Inference.

Graph Data Management and Graph Machine Learning: Synergies and Opportunities Real-time Graph Learning and Inference

Reference 6

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This paper cites Ke is supported by Zhejiang Province’s “Lingyan” R&D Project under Grant No.

Graph Data Management and Graph Machine Learning: Synergies and Opportunities Ke is supported by Zhejiang Province’s “Lingyan” R&D Project under Grant No

Reference 7

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Graph Data Management and Graph Machine Learning: Synergies and Opportunities Unresolved cited work

Reference 8

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This paper cites Borgeaud, A.

Graph Data Management and Graph Machine Learning: Synergies and Opportunities Borgeaud, A

Reference 9

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This paper cites Bruna, W.

Graph Data Management and Graph Machine Learning: Synergies and Opportunities Bruna, W

Reference 10

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Graph Data Management and Graph Machine Learning: Synergies and Opportunities Unresolved cited work

Reference 11

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Reference 12

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Reference 13

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Observation 517c83d3-7e31-4311-b3a1-127222340cc0 · outbound

This paper cites Andoni, P.

Graph Data Management and Graph Machine Learning: Synergies and Opportunities Andoni, P

Reference 14

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This paper cites Andoni, P.

Graph Data Management and Graph Machine Learning: Synergies and Opportunities Andoni, P

Reference 15

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This paper cites Antelmi, G.

Graph Data Management and Graph Machine Learning: Synergies and Opportunities Antelmi, G

Reference 16

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This paper cites Babenko and V.

Graph Data Management and Graph Machine Learning: Synergies and Opportunities Babenko and V

Reference 17

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This paper cites Datta, M.

Graph Data Management and Graph Machine Learning: Synergies and Opportunities Datta, M

Reference 19

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Reference 20

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Observation 40d559ea-c61d-4448-8940-9889742cb365 · outbound

This paper cites In spectral methods, ﬁlters are ap- plied on a graph’s frequency modes computed via graph Fourier transform.

Graph Data Management and Graph Machine Learning: Synergies and Opportunities In spectral methods, ﬁlters are ap- plied on a graph’s frequency modes computed via graph Fourier transform

Reference 21

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Observation a61bff52-bfb5-4ee0-b0b9-d358213b9437 · outbound

This paper cites Echihabi, T.

Graph Data Management and Graph Machine Learning: Synergies and Opportunities Echihabi, T

Reference 22

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This paper cites Faber, A.

Graph Data Management and Graph Machine Learning: Synergies and Opportunities Faber, A

Reference 23

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Graph Data Management and Graph Machine Learning: Synergies and Opportunities Dai and S

Reference 29

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Graph Data Management and Graph Machine Learning: Synergies and Opportunities Gao and C

Reference 30

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Graph Data Management and Graph Machine Learning: Synergies and Opportunities Gollapudi, N

Reference 31

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Graph Data Management and Graph Machine Learning: Synergies and Opportunities Duvenaud, D

Reference 32

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Graph Data Management and Graph Machine Learning: Synergies and Opportunities Fan and P

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Graph Data Management and Graph Machine Learning: Synergies and Opportunities Funke, M

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Graph Data Management and Graph Machine Learning: Synergies and Opportunities Huang, X

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Graph Data Management and Graph Machine Learning: Synergies and Opportunities (5) KG embedding methods can be useful as well

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Graph Data Management and Graph Machine Learning: Synergies and Opportunities Grover and J

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Graph Data Management and Graph Machine Learning: Synergies and Opportunities Jayaram Subramanya, F

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Graph Data Management and Graph Machine Learning: Synergies and Opportunities Gupta, A

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Graph Data Management and Graph Machine Learning: Synergies and Opportunities G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering

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Graph Data Management and Graph Machine Learning: Synergies and Opportunities Horchidan and P

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Graph Data Management and Graph Machine Learning: Synergies and Opportunities Huang, J

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Graph Data Management and Graph Machine Learning: Synergies and Opportunities Hulsebos, X

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Graph Data Management and Graph Machine Learning: Synergies and Opportunities Kim and F

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Graph Data Management and Graph Machine Learning: Synergies and Opportunities Jegou, M

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Graph Data Management and Graph Machine Learning: Synergies and Opportunities Juillard, A

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Graph Data Management and Graph Machine Learning: Synergies and Opportunities Kakkad, J

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Graph Data Management and Graph Machine Learning: Synergies and Opportunities Keivani and K

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Graph Data Management and Graph Machine Learning: Synergies and Opportunities Khan and E

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Graph Data Management and Graph Machine Learning: Synergies and Opportunities Khandelwal, O

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Graph Data Management and Graph Machine Learning: Synergies and Opportunities Unresolved cited work

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Graph Data Management and Graph Machine Learning: Synergies and Opportunities Unresolved cited work

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Graph Data Management and Graph Machine Learning: Synergies and Opportunities Klicpera, A

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Graph Data Management and Graph Machine Learning: Synergies and Opportunities Kumar, M

Reference 70

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Graph Data Management and Graph Machine Learning: Synergies and Opportunities Lerer, L

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Graph Data Management and Graph Machine Learning: Synergies and Opportunities Graph Foundation Models: Concepts, Opportunities and Challenges

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Reference 84

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Graph Data Management and Graph Machine Learning: Synergies and Opportunities Empowering Domain-Specific Language Models with Graph-Oriented Databases: A Paradigm Shift in Performance and Model Maintenance

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Graph Data Management and Graph Machine Learning: Synergies and Opportunities Unresolved cited work

Reference 86

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Graph Data Management and Graph Machine Learning: Synergies and Opportunities Ma and J

Reference 87

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Graph Data Management and Graph Machine Learning: Synergies and Opportunities Polyzotis, S

Reference 88

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Reference 89

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Graph Data Management and Graph Machine Learning: Synergies and Opportunities Mavromatis and G

Reference 90

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Graph Data Management and Graph Machine Learning: Synergies and Opportunities disturbance

Reference 91

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Graph Data Management and Graph Machine Learning: Synergies and Opportunities Transformer for Graphs: An Overview from Architecture Perspective

Reference 92

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Graph Data Management and Graph Machine Learning: Synergies and Opportunities Mohoney, R

Reference 93

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Graph Data Management and Graph Machine Learning: Synergies and Opportunities Ootomo, A

Reference 94

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Graph Data Management and Graph Machine Learning: Synergies and Opportunities Patel, P

Reference 98

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Graph Data Management and Graph Machine Learning: Synergies and Opportunities Unresolved cited work

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